Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006385

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006310

distance 0.197

#2 · Sanglicell 4930006377

distance 0.204

#3 · Sanglicell 4930004071

distance 0.218

#4 · Sanglicell 4930005414

distance 0.225

#5 · Sanglicell 4930006313

distance 0.236

#6 · Sanglicell 4930005310

distance 0.24

#7 · Sanglicell 4930006106

distance 0.242

#8 · Sanglicell 4930006252

distance 0.25

#9 · Sanglicell 4930006384

distance 0.253

#10 · Sanglicell 4930004517

distance 0.263

#11 · Nashikcell 4870001962

distance 0.265 · cross-district

#12 · Sanglicell 4930004689

distance 0.266

#13 · Solapurcell 4960007987

distance 0.266 · cross-district

#14 · Solapurcell 4960008214

distance 0.268 · cross-district

#15 · Sanglicell 4930005646

distance 0.269

#16 · Sanglicell 4930006530

distance 0.27

#17 · Solapurcell 4960008754

distance 0.27 · cross-district

#18 · Buldhanacell 4720004010

distance 0.271 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930006385}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.